This Week in AI: AI’s Growing Pains

AI adoption is entering a more operationally constrained phase: demand for chips and inference capacity is outpacing supply, while agentic systems are driving up compute costs and exposing new security and access-control risks. For CIOs, the strategic implication is that AI roadmaps now depend as much on infrastructure planning, hardware efficiency, and governance as on model capability, with IT organizations needing tighter controls, cost management, and validation of how autonomous tools behave in production.